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cost-spike-diagnostic

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Identify and resolve unexpected API billing spikes.

Software Engineering#OpenAI#diagnosis#fixes#api billing#cost spike
AuthorNewEarthAI
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill diagnoses and resolves sudden spikes in external API billing, helping you understand the cause and implement a permanent fix.

Core Features & Use Cases

  • Seven-Phase Methodology: Systematic approach to identify, attribute, and resolve billing issues.
  • Attribute Calls to Keys: Tracks API usage back to specific keys and their usage patterns.
  • Fingerprint Workload: Classifies API usage patterns for quicker identification of the source.
  • Cross-Reference and Trace: Correlates usage with database records and identifies retry loops or write failures.
  • Apply and Verify Fixes: Implements minimal fixes and verifies them against both database and billing data.

Quick Start

Run the cost-spike-diagnostic skill to investigate a billing spike on your OpenAI API usage.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: cost-spike-diagnostic
Download link: https://github.com/NewEarthAI/vibecode-project-template/archive/main.zip#cost-spike-diagnostic

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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